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How Full Picture researches public figures

How we use AI, web research, and linked sources to present achievements and criticism, and how to request a correction.

What you will find

Full Picture brings together public figures’ achievements, contributions, criticism, and controversies. Presenting several perspectives does not mean every claim deserves equal weight: assess the evidence and context.

How a profile is created

Research combines several AI models and web searches. AI summarizes findings into claims with source links. Quick Pass is preliminary; Full Pass adds research and source checks. These names describe stages of the process, not a guarantee of accuracy.

How to check a claim

Open each claim’s context and supporting sources. Check who published the information, when, and what evidence they provide. An allegation, lawsuit, settlement, and conviction are different outcomes. The event year may differ from the source’s publication date.

Limitations and freshness

Profiles are generated with AI and should not be interpreted as human-reviewed content unless explicitly stated. AI can make mistakes, miss context, or cite outdated information. The saved date indicates when the research was saved, not when each event occurred or that it is continuously reviewed.

Gossip and access

Personal-life or tabloid items are labeled gossip. A label does not establish that a claim is true. Existing profiles are free; surprising facts may require unlocking. Sources for public claims can be opened from each card.

Corrections

If you find an error, send the profile URL, the claim, and a source explaining the correction to Juan Herrera.

Explore the profiles